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This release adds 3 notable features for engineering teams evaluating rollout.

Published 3d MCP Developer Tools
βœ“ No known CVEs patched
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✓ No known CVEs patched in this version

Topics

ai-tools gitlab gitlab-api go llm mcp
+2 more
mcp-server model-context-protocol

Summary

AI summary

Updates @jmrplens, ✨ Features, and πŸ› Bug Fixes across a mixed release.

Changes in this release

Feature Medium

Adds dynamic finder ranking and eval improvements

Adds dynamic finder ranking and eval improvements

Source: llm_adapter@2026-06-01

Confidence: high

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Feature Medium

Upgrades client-go to v2.36.0 and implements new API features

Upgrades client-go to v2.36.0 and implements new API features

Source: llm_adapter@2026-06-01

Confidence: high

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Feature Medium

Hardens meta evaluation validation and adds enterprise tooling for eval

Hardens meta evaluation validation and adds enterprise tooling for eval

Source: llm_adapter@2026-06-01

Confidence: high

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Feature Low

Bumps version to 2.1.2

Bumps version to 2.1.2

Source: llm_adapter@2026-06-01

Confidence: high

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Dependency Low

Upgrades Go and Astro/pnpm dependencies

Upgrades Go and Astro/pnpm dependencies

Source: llm_adapter@2026-06-01

Confidence: high

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Bugfix Medium

Avoids deploy‑key SSH usage for manifest push in CI

Avoids deploy‑key SSH usage for manifest push in CI

Source: llm_adapter@2026-06-01

Confidence: high

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Bugfix Medium

Tolerates manifest push being blocked by rules in CI

Tolerates manifest push being blocked by rules in CI

Source: llm_adapter@2026-06-01

Confidence: high

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Bugfix Medium

Uses admin token for manifest push in CI

Uses admin token for manifest push in CI

Source: llm_adapter@2026-06-01

Confidence: high

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Bugfix Low

Updates manifests for v2.0.5 release

Updates manifests for v2.0.5 release

Source: llm_adapter@2026-06-01

Confidence: high

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Full changelog

Changelog

✨ Features

  • 4edb2aee586ccdd66d87aa479772de7d13906223: feat(.claude): update AI agents and skills (#140) (@jmrplens)
  • 2e974842229aa7f0ae8ab9b5067a891fc9ea9d0b: feat(client-go): upgrade to v2.36.0 and implement new API features (#138) (@jmrplens)
  • 0b4192fa50f581a73184e2087ccaa37db80d4a6c: feat(eval): harden meta evaluation validation and enterprise tooling (@jmrplens)
  • 9156a0f6ddd19617aa9b20c1bcb8a32758b1b254: feat: dynamic finder ranking, eval improvements and v2.1.0 release (@jmrplens)

πŸ› Bug Fixes

  • d238e8fdc6dea38f3498e0baf575273dc2cd80a6: fix(ci): avoid deploy-key ssh for manifest push (@jmrplens)
  • 4086ac4bf23036f1c2a52506a2cab28d02ceec02: fix(ci): tolerate manifest push blocked by rules (@jmrplens)
  • 438f80e8cf7f89f77df69ebbe681604e477e79d9: fix(ci): use admin token for manifest push (@jmrplens)

🚧 Maintenance

  • 6db08d18e414ecb4916a87cf5c6877e9e6aa0b85: chore(deps): upgrade Go and Astro/pnpm dependencies (#141) (@jmrplens)
  • 2ca7a7713735098bca9d7bc53135ec0436556371: chore: bump version to 2.1.2 (@jmrplens)
  • 91a370d3a639526c36af182ef03861e9ff9406f0: chore: update manifests for v2.0.5 (@jmrplens)

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About jmrplens/gitlab-mcp-server

Complete GitLab REST API v4 coverage with 1006 MCP tools across 162 domains, 42 meta-tools, 24 resources, and 38 prompts. Cross-platform Go binary with stdio and HTTP transports, OAuth support, auto-update, read-only and safe modes.

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Beta — feedback welcome: [email protected]